Presentations and Authors


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Technical Papers: Applications

Scientific Ranking over Heterogeneous Academic Hypernetwork PDF
Ronghua Liang, Xiaorui Jiang
MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-Based Protein Structure Prediction PDF
Zeming Lin, Jack Lanchantin, Yanjun Qi
Hospital Stockpiling Problems with Inventory Sharing PDF
Eric Lofgren, Anil Vullikanti
Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements PDF
Yuan Luo, Yu Xin, Rohit Joshi, Leo Celi, Peter Szolovits
On the Minimum Differentially Resolving Set Problem for Diffusion Source Inference in Networks PDF
Chuan Zhou, Wei-Xue Lu, Peng Zhang, Jia Wu, Yue Hu, Li Guo

Technical Papers: AI and the Web

From Tweets to Wellness: Wellness Event Detection from Twitter Streams PDF
Mohammad Akbari, Xia Hu, Nie Liqiang, Tat-Seng Chua
Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns PDF
Jing He, Xin Li, Lejian Liao, Dandan Song, William K. Cheung
Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction PDF
Yongpo Jia, Xuemeng Song, Jingbo Zhou, Li Liu, Liqiang Nie, David S. Rosenblum
Robust Text Classification in the Presence of Confounding Bias PDF
Virgile Landeiro, Aron Culotta
Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts PDF
Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan
Fortune Teller: Predicting Your Career Path PDF
Ye Liu, Luming Zhang, Liqiang Nie, Yan Yan, David S. Rosenblum
Predicting Online Protest Participation of Social Media Users PDF
Suhas Ranganath, Fred Morstatter, Xia Hu, Jiliang Tang, Suhang Wang, Huan Liu
Recommendation with Social Dimensions PDF
Jiliang Tang, Suhang Wang, Xia Hu, Dawei Yin, Yingzhou Bi, Yi Chang, Huan Liu
Modeling Users’ Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective PDF
Le Wu, Yong Ge, Qi Liu, Enhong Chen, Bai Long, Zhenya Huang
Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark PDF
Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang
STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation PDF
Shenglin Zhao, Tong Zhao, Haiqin Yang, Michael R. Lyu, Irwin King

Technical Papers: Game Theory and Economic Paradigms

From Duels to Battlefields: Computing Equilibria of Blotto and Other Games PDF
AmirMahdi Ahmadinejad, Sina Dehghani, MohammadTaghi Hajiaghay, Brendan Lucier, Hamid Mahini, Saeed Seddighin
Maximizing Revenue with Limited Correlation: The Cost of Ex-Post Incentive Compatibility PDF
Michael Albert, Vincent Conitzer, Giuseppe Lopomo
Strategyproof Peer Selection: Mechanisms, Analyses, and Experiments PDF
Haris Aziz, Omer Lev, Nicholas Mattei, Jeffrey S. Rosenschein, Toby Walsh
Using Correlated Strategies for Computing Stackelberg Equilibria in Extensive-Form Games PDF
Jiri Cermak, Branislav Bosansky, Karel Durkota, Viliam Lisy, Christopher Kiekintveld
Assignment and Pricing in Roommate Market PDF
Pak Hay Chan, Xin Huang, Zhengyang Liu, Chihao Zhang, Shengyu Zhang
Rules for Choosing Societal Tradeoffs PDF
Vincent Conitzer, Rupert Freeman, Markus Brill, Yuqian Li
Multi-Attribute Proportional Representation PDF
Jérôme Lang, Piotr Krzysztof Skowron
Multi-Defender Strategic Filtering Against Spear-Phishing Attacks PDF
Aron Laszka, Jian Lou, Yevgeniy Vorobeychik
Counterfactual Regret Minimization in Sequential Security Games PDF
Viliam Lisy, Trevor Davis, Michael Bowling
Optimizing Trading Assignments in Water Right Markets PDF
Yicheng Liu, Pingzhong Tang, Tingting Xu, Hang Zheng
On the Complexity of mCP-nets PDF
Thomas Lukasiewicz, Enrico Malizia
Reinstating Combinatorial Protections for Manipulation and Bribery in Single-Peaked and Nearly Single-Peaked Electorates PDF
Vijay Menon, Kate Larson
Lift-Based Bidding in Ad Selection PDF
Jian Xu, Xuhui Shao, Jianjie Ma, Kuang-chih Lee, Hang Qi, Quan Lu

Technical Papers: Heuristic Search and Optimization

Look-Ahead with Mini-Bucket Heuristics for MPE PDF
Rina Dechter, Kalev Kask, William Lam, Javier Larrosa
Solving the Station Repacking Problem PDF
Alexandre Fréchette, Neil Newman, Kevin Leyton-Brown
Learning to Branch in Mixed Integer Programming PDF
Elias Boutros Khalil, Pierre Le Bodic, Le Song, George Nemhauser, Bistra Dilkina
Local Search for Hard SAT Formulas: The Strength of the Polynomial Law PDF
Sixue Liu, Periklis A. Papakonstantinou
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting PDF
Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan
DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks PDF
Biao Wang, Ge Chen, Luoyi Fu, Li Song, Xinbing Wang, Xue Liu
Linearized Alternating Direction Method with Penalization for Nonconvex and Nonsmooth Optimization PDF
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
Relaxed Majorization-Minimization for Non-Smooth and Non-Convex Optimization PDF
Chen Xu, Zhouchen Lin, Zhenyu Zhao, Hongbin Zha

Technical Papers: Human-Computation and Crowd Sourcing

Behavioral Experiments in Email Filter Evasion PDF
Liyiming Ke, Bo Li, Yevgeniy Vorobeychik

Technical Papers: Humans and AI

An Oral Exam for Measuring a Dialog System’s Capabilities PDF
David Cohen, Ian Lane
Intelligent Advice Provisioning for Repeated Interaction PDF
Priel Levy, David Sarne

Technical Papers: Knowledge Representation and Reasoning

A First-Order Logic of Probability and Only Knowing in Unbounded Domains PDF
Vaishak Belle, Gerhard Lakemeyer, Hector Levesque
Verifying ConGolog Programs on Bounded Situation Calculus Theories PDF
Giuseppe De Giacomo, Yves Lespérance, Fabio Patrizi, Sebastian Sardina
Knowledge Graph Completion with Adaptive Sparse Transfer Matrix PDF
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
Locally Adaptive Translation for Knowledge Graph Embedding PDF
Yantao Jia, Yuanzhuo Wang, Hailun Lin, Xiaolong Jin, Xueqi Cheng
Agenda Separability in Judgment Aggregation PDF
Jérôme Lang, Marija Slavkovik, Srdjan Vesic
Basic Probabilistic Ontological Data Exchange with Existential Rules PDF
Thomas Lukasiewicz, Maria Vanina Martinez, Livia Predoiu, Gerardo I. Simari
Mapping Action Language BC to Logic Programs: A Characterization by Postulates PDF
Haodi Zhang, Fangzhen Lin

Technical Papers: Machine Learning Applications

Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer PDF
Liujuan Cao, Rongrong Ji, Cheng Wang, Jonathan Li
Deep Neural Networks for Learning Graph Representations PDF
Shaosheng Cao, Wei Lu, Qiongkai Xu
Learning to Appreciate the Aesthetic Effects of Clothing PDF
Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huanbo Luan, Chao Yan
Column Sampling Based Discrete Supervised Hashing PDF
Wang-Cheng Kang, Wu-Jun Li, Zhi-Hua Zhou
Random Mixed Field Model for Mixed-Attribute Data Restoration PDF
Qiang Li, Wei Bian, Richard Yi Da Xu, Jane You, Dacheng Tao
Learning with Marginalized Corrupted Features and Labels Together PDF
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang
Towards Optimal Binary Code Learning via Ordinal Embedding PDF
Hong Liu, Rongrong Ji, Yongjian Wu, Wei Liu
Recognizing Complex Activities by a Probabilistic Interval-Based Model PDF
Li Liu, Li Cheng, Ye Liu, Yongpo Jia, David S. Rosenblum
Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data PDF
Zitao Liu, Milos Hauskrecht
Deep Learning for Algorithm Portfolios PDF
Andrea Loreggia, Yuri Malitsky, Horst Samulowitz, Vijay Saraswat
Convolutional Neural Networks over Tree Structures for Programming Language Processing PDF
Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin
Unsupervised Feature Selection with Structured Graph Optimization PDF
Feiping Nie, Wei Zhu, Xuelong Li
Privacy-CNH: A Framework to Detect Photo Privacy with Convolutional Neural Network using Hierarchical Features PDF
Lam Tran, Deguang Kong, Hongxia Jin, Ji Liu
Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning PDF
Ying Wei, Yin Zhu, Cane Wing-ki Leung, Yangqiu Song, Qiang Yang
Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors PDF
Nannan Wu, Feng Chen, Jianxin Li, Baojian Zhou, Naren Ramakrishnan
Joint Multi-View Representation Learning and Image Tagging PDF
Zhe Xue, Guorong Li, Qingming Huang
Cold-Start Heterogeneous-Device Wireless Localization PDF
Vincent W. Zheng, Hong Cao, Shenghua Gao, Aditi Adhikari, Miao Lin, Kevin Chen-Chuan Chang
Tracking Idea Flows between Social Groups PDF
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song

Technical Papers: Machine Learning Methods

Approximate K-Means++ in Sublinear Time PDF
Olivier Bachem, Mario Lucic, S. Hamed Hassani, Andreas Krause
Robustness of Bayesian Pool-Based Active Learning Against Prior Misspecification PDF
Nguyen Viet Cuong, Nan Ye, Wee Sun Lee
The Ostomachion Process PDF
Xuhui Fan, Bin Li, Yi Wang, Yang Wang, Fang Chen
Risk Minimization in the Presence of Label Noise PDF
Wei Gao, Lu Wang, Yu-Feng li, Zhi-Hua Zhou
Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation PDF
Chen Gong, Dacheng Tao, Jie Yang, Wei Liu
Optimal Discrete Matrix Completion PDF
Zhouyuan Huo, Ji Liu, Heng Huang
A Probabilistic Approach to Knowledge Translation PDF
Shangpu Jiang, Daniel Lowd, Dejing Dou
Shakeout: A New Regularized Deep Neural Network Training Scheme PDF
Guoliang Kang, Jun Li, Dacheng Tao
Uncorrelated Group LASSO PDF
Deguang Kong, Ji Liu, Bo Liu, Xuan Bao
Compressed Conditional Mean Embeddings for Model-Based Reinforcement Learning PDF
Guy Lever, John Shawe-Taylor, Ronnie Stafford, Csaba Szepesvari
Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks PDF
Chunyuan Li, Changyou Chen, David Carlson, Lawrence Carin
High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models PDF
Chunyuan Li, Changyou Chen, Kai Fan, Lawrence Carin
Multi-Objective Self-Paced Learning PDF
Hao Li, Maoguo Gong, Deyu Meng, Qiguang Miao
Scalable Sequential Spectral Clustering PDF
Yeqing Li, Junzhou Huang, Wei Liu
Towards Safe Semi-Supervised Learning for Multivariate Performance Measures PDF
Yu-Feng Li, James T. Kwok, Zhi-Hua Zhou
Accelerating Random Kaczmarz Algorithm Based on Clustering Information PDF
Yujun Li, Kaichun Mo, Haishan Ye
Fast and Accurate Refined Nyström-Based Kernel SVM PDF
Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin
How Important Is Weight Symmetry in Backpropagation? PDF
Qianli Liao, Joel Z. Leibo, Tomaso Poggio
Re-Active Learning: Active Learning with Relabeling PDF
Christopher H. Lin, M Mausam, Daniel S. Weld
Interaction Point Processes via Infinite Branching Model PDF
Peng Lin, Bang Zhang, Ting Guo, Yang Wang, Fang Chen
Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond PDF
Chun Kai Ling, Kian Hsiang Low, Patrick Jaillet
Online ARIMA Algorithms for Time Series Prediction PDF
Chenghao Liu, Steven C.H. Hoi, Peilin Zhao, Jianling Sun
Consensus Guided Unsupervised Feature Selection PDF
Hongfu Liu, Ming Shao, Yun Fu
Sparse Perceptron Decision Tree for Millions of Dimensions PDF
Weiwei Liu, Ivor W. Tsang
Multiple Kernel k-Means Clustering with Matrix-Induced Regularization PDF
Xinwang Liu, Yong Dou, Jianping Yin, Lei Wang, En Zhu
Finding One's Best Crowd: Online Learning By Exploiting Source Similarity PDF
Yang Liu, Mingyan Liu
Learning FRAME Models Using CNN Filters PDF
Yang Lu, Song-Chun Zhu, Ying Nian Wu
Sparse Latent Space Policy Search PDF
Kevin Sebastian Luck, Joni Pajarinen, Erik Berger, Ville Kyrki, Heni Ben Amor
Offline Evaluation of Online Reinforcement Learning Algorithms PDF
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović
All-in Text: Learning Document, Label, and Word Representations Jointly PDF
Jinseok Nam, Eneldo Loza Mencía, Johannes Fürnkranz
New l1-Norm Relaxations and Optimizations for Graph Clustering PDF
Feiping Nie, Hua Wang, Cheng Deng, Xinbo Gao, Xuelong Li, Heng Huang
Scalable Algorithms for Tractable Schatten Quasi-Norm Minimization PDF
Fanhua Shang, Yuanyuan Liu, James Cheng
Metric Learning for Ordinal Data PDF
Yuan Shi, Wenzhe Li, Fei Sha
On the Depth of Deep Neural Networks: A Theoretical View PDF
Shizhao Sun, Wei Chen, Liwei Wang, Xiaoguang Liu, Tie-Yan Liu
Text Classification with Heterogeneous Information Network Kernels PDF
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
Relational Knowledge Transfer for Zero-Shot Learning PDF
Donghui Wang, Yanan Li, Yuetan Lin, Yueting Zhuang
Co-Regularized PLSA for Multi-Modal Learning PDF
Xin Wang, MingChing Chang, Yiming Ying, Siwei Lyu
Learning Deep ℓ0 Encoders PDF
Zhangyang Wang, Qing Ling, Thomas S. Huang
Adaptive Normalized Risk-Averting Training for Deep Neural Networks PDF
Zhiguang Wang, Tim Oates, James Lo
Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning PDF
Baoyuan Wu, Siwei Lyu, Bernard Ghanem
Representing Sets of Instances for Visual Recognition PDF
Jianxin Wu, Bin-Bin Gao, Guoqing Liu
Robust Semi-Supervised Learning through Label Aggregation PDF
Yan Yan, Zhongwen Xu, Ivor W. Tsang, Guodong Long, Yi Yang
Analysis-Synthesis Dictionary Learning for Universality-Particularity Representation Based Classification PDF
Meng Yang, Weiyang Liu, Weixin Luo, Linlin Shen
On Order-Constrained Transitive Distance Clustering PDF
Zhiding Yu, Weiyang Liu, Wenbo Liu, Yingzhen Yang, Ming Li, B. V. K. Vijaya Kumar
Large-Scale Graph-Based Semi-Supervised Learning via Tree Laplacian Solver PDF
Yan-Ming Zhang, Xu-Yao Zhang, Xiao-Tong Yuan, Cheng-Lin Liu
Near-Optimal Active Learning of Multi-Output Gaussian Processes PDF
Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low, Mohan Kankanhalli
Multi-Domain Active Learning for Recommendation PDF
Zihan Zhang, Xiaoming Jin, Lianghao Li, Guiguang Ding, Qiang Yang
Fast Asynchronous Parallel Stochastic Gradient Descent: A Lock-Free Approach with Convergence Guarantee PDF
Shen-Yi Zhao, Wu-Jun Li
Deep Hashing Network for Efficient Similarity Retrieval PDF
Han Zhu, Mingsheng Long, Jianmin Wang, Yue Cao

Technical Papers: Multiagent Systems

Detection of Plan Deviation in Multi-Agent Systems PDF
Bikramjit Banerjee, Steven Loscalzo, Daniel Lucas Thompson
Learning for Decentralized Control of Multiagent Systems in Large, Partially-Observable Stochastic Environments PDF
Miao Liu, Christopher Amato, Emily P. Anesta, John Daniel Griffith, Jonathan P How
Is It Harmful When Advisors Only Pretend to Be Honest? PDF
Dongxia Wang, Tim Muller, Jie Zhang, Yang Liu
Robust Execution of BDI Agent Programs by Exploiting Synergies Between Intentions PDF
Yuan Yao, Brian Logan, John Thangarajah

Technical Papers: NLP and Knowledge Representation

Verb Pattern: A Probabilistic Semantic Representation on Verbs PDF
Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang
Agreement on Target-Bidirectional LSTMs for Sequence-to-Sequence Learning PDF
Lemao Liu, Andrew Finch, Masao Utiyama, Eiichiro Sumita
Representation Learning of Knowledge Graphs with Entity Descriptions PDF
Ruobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan, Maosong Sun
Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter PDF
Chen Xing, Yuan Wang, Jie Liu, Yalou Huang, Wei-Ying Ma

Technical Papers: NLP and Machine Learning

A Representation Learning Framework for Multi-Source Transfer Parsing PDF
Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu
Implicit Discourse Relation Classification via Multi-Task Neural Networks PDF
Yang Liu, Sujian Li, Xiaodong Zhang, Zhifang Sui
Convolution Kernels for Discriminative Learning from Streaming Text PDF
Michal Lukasik, Trevor Cohn
Text Matching as Image Recognition PDF
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, Xueqi Cheng
Inside Out: Two Jointly Predictive Models for Word Representations and Phrase Representations PDF
Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations PDF
Shengxian Wan, Yanyan Lan, Jiafeng Guo, Jun Xu, Liang Pang, Xueqi Cheng
Syntactic Skeleton-Based Translation PDF
Tong Xiao, Jingbo Zhu, Chunliang Zhang, Tongran Liu
Building Earth Mover's Distance on Bilingual Word Embeddings for Machine Translation PDF
Meng Zhang, Yang Liu, Huanbo Luan, Maosong Sun, Tatsuya Izuha, Jie Hao

Technical Papers: NLP and Text Mining

Distant IE by Bootstrapping Using Lists and Document Structure PDF
Lidong Bing, Mingyang Ling, Richard C. Wang, William W. Cohen
TGSum: Build Tweet Guided Multi-Document Summarization Dataset PDF
Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou
Discourse Relations Detection via a Mixed Generative-Discriminative Framework PDF
Jifan Chen, Qi Zhang, Pengfei Liu, Xuanjing Huang
To Swap or Not to Swap? Exploiting Dependency Word Pairs for Reordering in Statistical Machine Translation PDF
Christian Hadiwinoto, Yang Liu, Hwee Tou Ng
Topical Analysis of Interactions Between News and Social Media PDF
Ting Hua, Yue Ning, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
News Verification by Exploiting Conflicting Social Viewpoints in Microblogs PDF
Zhiwei Jin, Juan Cao, Yongdong Zhang, Jiebo Luo
Argument Mining from Speech: Detecting Claims in Political Debates PDF
Marco Lippi, Paolo Torroni
Improving Opinion Aspect Extraction Using Semantic Similarity and Aspect Associations PDF
Qian Liu, Bing Liu, Yuanlin Zhang, Doo Soon Kim, Zhiqiang Gao
A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification PDF
Shulin Liu, Kang Liu, Shizhu He, Jun Zhao
Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding PDF
Guangyi Lv, Tong Xu, Enhong Chen, Qi Liu, Yi Zheng
Joint Word Segmentation, POS-Tagging and Syntactic Chunking PDF
Chen Lyu, Yue Zhang, Donghong Ji
Identifying Search Keywords for Finding Relevant Social Media Posts PDF
Shuai Wang, Zhiyuan Chen, Bing Liu, Sherry Emery
Improving Recommendation of Tail Tags for Questions in Community Question Answering PDF
Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou
A Joint Model for Question Answering over Multiple Knowledge Bases PDF
Yuanzhe Zhang, Shizhu He, Kang Liu, Jun Zhao
Aggregating Inter-Sentence Information to Enhance Relation Extraction PDF
Hao Zheng, Zhoujun Li, Senzhang Wang, Zhao Yan, Jianshe Zhou

Technical Papers: Planning and Scheduling

A Proactive Sampling Approach to Project Scheduling under Uncertainty PDF
Pradeep Varakantham, Na Fu, Hoong Chuin Lau

Technical Papers: Reasoning under Uncertainty

From Exact to Anytime Solutions for Marginal MAP PDF
Junkyu Lee, Radu Marinescu, Rina Dechter, Alexander Ihler
On Learning Causal Models from Relational Data PDF
Sanghack Lee, Vasant Honavar
Online Spatio-Temporal Matching in Stochastic and Dynamic Domains PDF
Meghna Lowalekar, Pradeep Varakantham, Patrick Jaillet
Separators and Adjustment Sets in Markov Equivalent DAGs PDF
Benito van der Zander, Maciej Liskiewicz

Technical Papers: Search and Constraint Satisfaction

Using the Shapley Value to Analyze Algorithm Portfolios PDF
Alexandre Fréchette, Lars Kotthoff, Tomasz Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown
On the Extraction of One Maximal Information Subset That Does Not Conflict with Multiple Contexts PDF
Éric Grégoire, Yacine Izza, Jean-Marie Lagniez
Breaking More Composition Symmetries Using Search Heuristics PDF
Jimmy H. M. Lee, Zichen Zhu
Increasing Nogoods in Restart-Based Search PDF
Jimmy H. M. Lee, Christian Schulte, Zichen Zhu
Exponential Recency Weighted Average Branching Heuristic for SAT Solvers PDF
Jia Hui Liang, Vijay Ganesh, Pascal Poupart, Krzysztof Czarnecki

Technical Papers: Robotics

Efficient Spatio-Temporal Tactile Object Recognition with Randomized Tiling Convolutional Networks in a Hierarchical Fusion Strategy PDF
Lele Cao, Ramamohanarao Kotagiri, Fuchun Sun, Hongbo Li, Wenbing Huang, Zay Maung Maung Aye
Continual Planning in Golog PDF
Till Hofmann, Tim Niemueller, Jens Claßen, Gerhard Lakemeyer

Technical Papers: Vision

Deep Quantization Network for Efficient Image Retrieval PDF
Yue Cao, Mingsheng Long, Jianmin Wang, Han Zhu, Qingfu Wen
Dynamic Concept Composition for Zero-Example Event Detection PDF
Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann
Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos PDF
Mohamed Elhoseiny, Jingen Liu, Hui Cheng, Harpreet Sawhney, Ahmed Elgammal
Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition PDF
Chuang Gan, Ming Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann
Reading Scene Text in Deep Convolutional Sequences PDF
Pan He, Weilin Huang, Yu Qiao, Chen Change Loy, Xiaoou Tang
Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision PDF
Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar
Decentralized Robust Subspace Clustering PDF
Bo Liu, Xiao-Tong Yuan, Yang Yu, Qingshan Liu, Dimitris N. Metaxas
Articulated Pose Estimation Using Hierarchical Exemplar-Based Models PDF
Jiongxin Liu, Yinxiao Li, Peter Allen, Peter Belhumeur
Multi-View 3D Human Tracking in Crowded Scenes PDF
Xiaobai Liu
Face Model Compression by Distilling Knowledge from Neurons PDF
Ping Luo, Zhenyao Zhu, Ziwei Liu, Xiaogang Wang, Xiaoou Tang
Learning to Answer Questions from Image Using Convolutional Neural Network PDF
Lin Ma, Zhengdong Lu, Hang Li
DARI: Distance Metric and Representation Integration for Person Verification PDF
Guangrun Wang, Liang Lin, Shengyong Ding, Ya Li, Qing Wang
Path Following with Adaptive Path Estimation for Graph Matching PDF
Tao Wang, Haibin Ling
Diversified Dynamical Gaussian Process Latent Variable Model for Video Repair PDF
Hao Xiong, Tongliang Liu, Dacheng Tao
Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation PDF
Yang Yang, Zhen Lei, Shifeng Zhang, Hailin Shi, Stan Z. Li
Large Scale Similarity Learning Using Similar Pairs for Person Verification PDF
Yang Yang, Shengcai Liao, Zhen Lei, Stan Z. Li
Discrete Image Hashing Using Large Weakly Annotated Photo Collections PDF
Hanwang Zhang, Na Zhao, Xindi Shang, Huanbo Luan, Tat-seng Chua
MC-HOG Correlation Tracking with Saliency Proposal PDF
Guibo Zhu, Jinqiao Wang, Yi Wu, Xiaoyu Zhang, Hanqing Lu
Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks PDF
Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie

Special Track: Computational Sustainability

Achieving Stable and Fair Profit Allocation with Minimum Subsidy in Collaborative Logistics PDF
Lucas Agussurja, Hoong Chuin Lau, Shih-Fen Cheng
Understanding Dominant Factors for Precipitation over the Great Lakes Region PDF
Soumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar
A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection PDF
Kai Fan, Chunyuan Li, Katherine Heller
Spatially Regularized Streaming Sensor Selection PDF
Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang
Big-Data Mechanisms and Energy-Policy Design PDF
Ankit Pat, Kate Larson, Srinivasen Keshav
Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping PDF
Michael Xie, Neal Jean, Marshall Burke, David Lobell, Stefano Ermon

Special Track: Integrated AI Capabilities

Affective Personalization of a Social Robot Tutor for Children’s Second Language Skills PDF
Goren Gordon, Samuel Spaulding, Jacqueline Kory Westlund, Jin Joo Lee, Luke Plummer, Marayna Martinez, Madhurima Das, Cynthia Breazeal

EAAI Symposium Full Paper

Using Domain Knowledge to Improve Monte-Carlo Tree Search Performance in Parameterized Poker Squares PDF
Robert Arrington, Clay Langley, Steven Bogaerts
From the Lab to the Classroom and Beyond: Extending a Game-Based Research Platform for Teaching AI to Diverse Audiences PDF
Nicole Sintov, Debarun Kar, Thanh Nguyen, Fei Fang, Kevin Hoffman, Arnaud Lyet, Milind Tambe
A Survey of Current Practice and Teaching of AI PDF
Michael Wollowski, Robert Selkowitz, Laura E. Brown, Ashok Goel, George Luger, Jim Marshall, Andrew Neel, Todd Neller, Peter Norvig

EAAI Symposium Poster Paper

An Online Logic Programming Development Environment PDF
Christian Reotutar, Mbathio Diagne, Evgenii Balai, Edward Wertz, Peter Lee, Shao-Lon Yeh, Yuanlin Zhang

Senior Member Summary Talks

Natural Language Processing for Enhancing Teaching and Learning PDF
Diane Litman

Student Abstracts

BRBA: A Blocking-Based Association Rule Hiding Method PDF
Peng Cheng, Ivan Lee, Li Li, Kuo-Kun Tseng, Jeng-Shyang Pan
Robust Execution Strategies for Probabilistic Temporal Planning PDF
Sam Dietrich, Kyle Lund, James C. Boerkoel
Learning Complex Stand-Up Motion for Humanoid Robots PDF
Heejin Jeong, Daniel D. Lee
Handling Class Imbalance in Link Prediction Using Learning to Rank Techniques PDF
Bopeng Li, Sougata Chaudhuri, Ambuj Tewari
Predicting Links and Their Building Time: A Path-Based Approach PDF
Manling Li, Yantao Jia, Yuanzhuo Wang, Zeya Zhao, Xueqi Cheng
Social Emotion Classification via Reader Perspective Weighted Model PDF
Xin Li, Yanghui Rao, Yanjia Chen, Xuebo Liu, Huan Huang
Two-Stream Contextualized CNN for Fine-Grained Image Classification PDF
Jiang Liu, Chenqiang Gao, Deyu Meng, Wangmeng Zuo
Iterative Project Quasi-Newton Algorithm for Training RBM PDF
Shuai Mi, Xiaozhao Zhao, Yuexian Hou, Peng Zhang, Wenjie Li, Dawei Song
Efficient Collaborative Crowdsourcing PDF
Zhengxiang Pan, Han Yu, Chunyan Miao, Cyril Leung
SPAN: Understanding a Question with Its Support Answers PDF
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng
Heuristic Planning for Hybrid Systems PDF
Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio
Counter-Transitivity in Argument Ranking Semantics PDF
Fuan Pu, Jian Luo, Guiming Luo
Discriminative Structure Learning of Arithmetic Circuits PDF
Amirmohammad Rooshenas, Daniel Lowd
Unsupervised Measure of Word Similarity: How to Outperform Co-Occurrence and Vector Cosine in VSMs PDF
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms PDF
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
Business Event Curation: Merging Human and Automated Approaches PDF
Yiqi Wang, Huiying Ma, Nichola Lowe, Maryann Feldman, Charles Schmitt
Epitomic Image Super-Resolution PDF
Yingzhen Yang, Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Ding Liu, Honghui Shi, Thomas S. Huang
Learning Structural Features of Nodes in Large-Scale Networks for Link Prediction PDF
Aakas Zhiyuli, Xun Liang, Xiaoping Zhou

Doctoral Consortium

Multi-Modal Learning over User-Contributed Content from Cross-Domain Social Media PDF
Wen-Yu Lee
Unsupervised Learning of HTNs in Complex Adversarial Domains PDF
Michael A. Leece
Estimating Text Intelligibility via Information Packaging Analysis PDF
Junyi Jessy Li
Robust Classification under Covariate Shift with Application to Active Learning PDF
Anqi Liu

What's Hot Papers

General Video Game AI: Competition, Challenges and Opportunities PDF
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What's Hot in Heuristic Search PDF
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Demonstration Papers

Deploying PAWS to Combat Poaching: Game-Theoretic Patrolling in Areas with Complex Terrain (Demonstration) PDF
Fei Fang, Thanh H. Nguyen, Rob Pickles, Wai Y. Lam, Gopalasamy R. Clements, Bo An, Amandeep Singh, Milind Tambe
Predicting Gaming Related Properties from Twitter Accounts PDF
Maria Ivanova Gorinova, Yoad Lewenberg, Yoram Bachrach, Alfredo Kalaitzis, Michael Fagan, Dean Carignan, Nitin Gautam
NLU Framework for Voice Enabling Non-Native Applications on Smart Devices PDF
Soujanya Lanka, Deepika Pathania, Pooja Kushalappa, Pradeep Varakantham
Modeling and Experimentation Framework for Fuzzy Cognitive Maps PDF
Maikel Leon Espinosa, Gonzalo Napoles Ruiz
Using Convolutional Neural Networks to Analyze Function Properties from Images PDF
Yoad Lewenberg, Yoram Bachrach, Ian Kash, Peter Key
Predicting Personal Traits from Facial Images Using Convolutional Neural Networks Augmented with Facial Landmark Information PDF
Yoad Lewenberg, Yoram Bachrach, Sukrit Shankar, Antonio Criminisi
EKNOT: Event Knowledge from News and Opinions in Twitter PDF
Min Li, Jingjing Wang, Wenzhu Tong, Hongkun Yu, Xiuli Ma, Yucheng Chen, Haoyan Cai, Jiawei Han
BBookX: Building Online Open Books for Personalized Learning PDF
Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Brautigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles
Moodee: An Intelligent Mobile Companion for Sensing Your Stress from Your Social Media Postings PDF
Huijie Lin, Jia Jia, Jie Huang, Enze Zhou, Jingtian Fu, Yejun Liu, Huanbo Luan
Write-righter: An Academic Writing Assistant System PDF
Yuanchao Liu, Xin Wang, Ming Liu, Xiaolong Wang
An Image Analysis Environment for Species Identification of Food Contaminating Beetles PDF
Daniel Martin, Hongjian Ding, Leihong Wu, Howard Semey, Amy Barnes, Darryl Langley, Su Inn Park, Zhichao Liu, Weida Tong, Joshua Xu
Multi-Agent System Development MADE Easy PDF
Zhiqi Shen, Han Yu, Chunyan Miao, Siyao Li, Yiqiang Chen
A Fraud Resilient Medical Insurance Claim System PDF
Yuliang Shi, Chenfei Sun, Qingzhong Li, Lizhen Cui, Han Yu, Chunyan Miao
DECT: Distributed Evolving Context Tree for Understanding User Behavior Pattern Evolution PDF
Xiaokui Shu, Nikolay Laptev, Danfeng (Daphne) Yao
Shoot to Know What: An Application of Deep Networks on Mobile Devices PDF
Jiaxiang Wu, Qinghao Hu, Cong Leng, Jian Cheng
SAPE: A System for Situation-Aware Public Security Evaluation PDF
Shu Wu, Qiang Liu, Ping Bai, Liang Wang, Tieniu Tan
Information Credibility Evaluation on Social Media PDF
Shu Wu, Qiang Liu, Yong Liu, Liang Wang, Tieniu Tan
Productive Aging through Intelligent Personalized Crowdsourcing PDF
Han Yu, Chunyan Miao, Siyuan Liu, Zhengxiang Pan, Nur Syahidah Bte Khalid, Zhiqi Shen, Cyril Leung


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